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honcho（honcho 搜索）

Agent Skill

honcho 用于查找、检索和筛选相关信息，适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态，以及是否会触发联网、命令执行或文件读写。

总安装

28,079

周安装

1,147

GitHub Stars

公开资料未说明

下载量

8,992
OpenClaw

安装说明

本站只整理中文说明和来源信息，不托管安装包，也不代用户安装。

GitHub

来源数

2

许可证

MIT-0

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手，先确认命令和权限，再让它执行。

请帮我安装这个 Agent Skill：honcho（honcho 搜索）
来源仓库：https://github.com/vvoruganti/honcho
安装命令：
openclaw skills install honcho
安装前请先检查当前环境是否支持对应 CLI，并向我确认将要执行的命令、安装目录、联网范围和文件读写权限；确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill；本站只展示命令，不托管安装包，也不自动执行。

ClawHubOpenClaw
openclaw skills install honcho

简介

honcho 提供基于 AI 的智能搜索与信息聚合能力。

  • 支持关键词检索与多源信息整合，提升研究效率。
  • 需配合 @honcho-ai/openclaw-honcho 插件完成初始配置。
  • 安装后需输入有效 API 密钥并授权网络访问权限。
  • 注意维护插件版本兼容性与服务稳定性。honcho 属于研究检索类 Skill，可作为该场景下的辅助能力补充。

SKILL.md

name
honcho
description
>
metadata
openclaw
emoji
🧠
required_env
[] # Nothing is strictly required - self-hosted mode works without API key
optional_env
description
Required for managed Honcho (https://app.honcho.dev). If set, the setup command skips the API key prompt but still requires explicit user confirmation before any data upload. If not set, the setup command will prompt for it interactively.
description
Base URL for a self-hosted Honcho instance (e.g. http://localhost:8000). Defaults to https://api.honcho.dev (managed).
required_binaries
writes_to_disk
true # openclaw honcho setup writes config to ~/.openclaw/openclaw.json
reads_sensitive_files
network_access
data_handling
uploads_to_external
true
requires_user_confirmation
true
deletes_files
false
modifies_files
false
external_destinations
uploaded_content
data_destination_purpose
Migrates file-based memory system to Honcho API for AI agent memory/personalization
homepage
https://honcho.dev
source
https://github.com/plastic-labs/honcho

Honcho Setup

Install the @honcho-ai/openclaw-honcho plugin. The plugin includes openclaw honcho setup, which handles API key configuration and migration of any legacy memory files to Honcho.

⚠️ DATA UPLOAD WARNING: openclaw honcho setup (run in Step 2) will offer to upload your workspace memory files (USER.md, MEMORY.md, IDENTITY.md, memory/, canvas/, SOUL.md, AGENTS.md, BOOTSTRAP.md, TOOLS.md) to an external API. HEARTBEAT.md is excluded. By default, data is sent to api.honcho.dev. For self-hosted instances, data is sent to your configured HONCHO_BASE_URL. The setup command will show exactly which files will be uploaded and ask for explicit confirmation before proceeding.
No local files are deleted, moved, or modified. Originals remain exactly in place.

Step 1: Install the Plugin

Install the Honcho plugin using the OpenClaw plugin system. Use this exact command — do not install @honcho-ai/sdk directly or use npm install in the workspace.

openclaw plugins install @honcho-ai/openclaw-honcho

Then enable it:

openclaw plugins enable openclaw-honcho

Verify the plugin loaded without errors. If the gateway logs show Cannot find module '@honcho-ai/sdk', install dependencies manually:

cd ~/.openclaw/extensions/openclaw-honcho && npm install

This is a known issue with the OpenClaw plugin installer not running dependency resolution for plugin packages.

Step 2: Run Setup

Run the setup command that ships with the plugin:

openclaw honcho setup

This command will:

  1. Prompt interactively for your Honcho API key
  2. Write configuration to ~/.openclaw/openclaw.json
  3. Scan for legacy memory files and offer to migrate them to Honcho

Follow the prompts. Migration is optional — if you have no legacy files or want to skip, you can skip the upload step.

For managed Honcho, you need an API key from https://app.honcho.dev. For self-hosted instances, set HONCHO_BASE_URL to your instance URL and the API key is optional.

Step 3: Restart the Gateway

openclaw gateway restart

Step 4: Confirm

Verify the plugin is active by checking gateway logs or running:

openclaw honcho status

Honcho memory is now active.

Ongoing behavior after setup: Once enabled, the plugin will persistently observe conversations in this workspace and send conversation data to api.honcho.dev (or your configured HONCHO_BASE_URL) to build and retrieve memory. This is ongoing network activity that continues across sessions. Memory is made available via honcho_recall, honcho_search, honcho_profile, and related tools. To stop this behavior, disable the plugin with openclaw plugins disable openclaw-honcho.

Security & Privacy Disclosure

This skill has been designed with transparency and safety as priorities. Below is a complete disclosure of what this skill does:

What This Skill Does

This skill runs three commands: openclaw plugins install, openclaw honcho setup, and openclaw gateway restart. The data upload and file access described below is performed by openclaw honcho setup, not by this skill directly.

Data Upload

  • uploaded_content: USER.md, MEMORY.md, IDENTITY.md, all files under memory/, all files under canvas/, SOUL.md, AGENTS.md, BOOTSTRAP.md, TOOLS.md — uploaded by openclaw honcho setup during migration
  • not_uploaded: HEARTBEAT.md — excluded by design, never read or uploaded
  • Where it goes: By default to api.honcho.dev (managed Honcho cloud service). For self-hosted instances, to your configured HONCHO_BASE_URL
  • User control: openclaw honcho setup always requires explicit interactive confirmation before any upload, even when HONCHO_API_KEY is pre-set in the environment. You will see the exact list of files and the destination URL
  • Purpose: Migrating file-based memory system to Honcho API for AI agent personalization and memory

File Modifications

  • Config written: openclaw honcho setup writes API key and config to ~/.openclaw/openclaw.json
  • Workspace files: Never modified — originals remain exactly in place
  • HEARTBEAT.md: Never read or uploaded — excluded by design

Credentials

  • HONCHO_API_KEY: Required only for managed Honcho (api.honcho.dev). Not required for self-hosted instances. Stored in ~/.openclaw/openclaw.json by the setup command.
  • No other credentials: This skill does not access, read, or transmit any other credentials or secrets

Network Access

  • Managed mode: Connects to api.honcho.dev (Honcho cloud service)
  • Self-hosted mode: Connects to your configured HONCHO_BASE_URL (e.g., http://localhost:8000)

Ongoing Behavior After Setup

  • Persistent observation: Once enabled, the plugin observes all conversations in the workspace and transmits conversation data to the configured Honcho endpoint on an ongoing basis
  • Network activity: Continues across sessions as long as the plugin is enabled — this is not a one-time migration
  • How to stop: Run openclaw plugins disable openclaw-honcho to stop all observation and network activity

Open Source

  • Honcho SDK: Open source at https://github.com/plastic-labs/honcho
  • Plugin code: Available at ~/.openclaw/extensions/openclaw-honcho after installation
  • This skill: You are reading the complete skill instructions - there is no hidden behavior

适合场景

01

OpenClaw 用户查找和安装 Skill 时

02

用户想查找某类 Agent Skill 时

03

需要根据任务场景推荐可安装能力包时

04

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明，方便继续核验

能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用；具体调用方式请以来源页面和 README 为准。

平台分布

OpenClaw

86.15%
按下载量换算7,747

安全审计

VirusTotal

可疑

ClawScan

可疑

Static analysis

通过

权限和风险

敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置，应进入高风险复核队列，默认不自动发布。

安装前确认

本站仅展示第三方公开信息，不托管安装包，不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在 warning/failed 结果，不能写成本站确认安全。当前只有一个来源，正式发布前建议补源仓库或其他目录站核验。

来源信息

GitHub 仓库

github.com

/vvoruganti/honcho

SKILL.md 来源

clawhub.ai

/vvoruganti/honcho

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